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Databricks Certification Databricks Certified Data Engineer Associate Exam

Databricks Certified Data Engineer Associate Exam

Last Update Oct 17, 2026
Total Questions : 230

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Questions 2

Which of the following describes a scenario in which a data engineer will want to use a single-node cluster?

Options:

When they are working interactively with a small amount of data

When they are running automated reports to be refreshed as quickly as possible

When they are working with SQL within Databricks SQL

When they are concerned about the ability to automatically scale with larger data

When they are manually running reports with a large amount of data

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Questions 3

Identify how the count_if function and the count where x is null can be used

Consider a table random_values with below data.

What would be the output of below query?

select count_if(col > 1) as count_a. count(*) as count_b.count(col1) as count_c from random_values col1

NULL -

Options:

3 6 5

4 6 5

3 6 6

4 6 6

Discussion 0

Questions 4

A team creates YAML manifests that declare jobs, resources, and dependencies, then deploys them to Databricks using the Databricks CLI . The deployment succeeds.

Which feature are they using?

Options:

Databricks Asset Bundles

GitHub

Terraform

DataOps

Discussion 0

Questions 5

A data engineer has configured a Structured Streaming job to read from a table, manipulate the data, and then perform a streaming write into a new table.

Questions 5

The code block used by the data engineer is below:

Which line of code should the data engineer use to fill in the blank if the data engineer only wants the query to execute a micro-batch to process data every 5 seconds?

Options:

trigger( " 5 seconds " )

trigger(continuous= " 5 seconds " )

trigger(once= " 5 seconds " )

trigger(processingTime= " 5 seconds " )

Discussion 0

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